Object Detection with Confidence Levels Using Compressed Radar Measurements
Abstract
Multi-channel compressed analog-to-digital (ADC) samples along with compressed calibration data received from the radar unit are de-compressed on the centralized signal processing unit prior to calibration compensation and DC-offset removal. Time-domain samples on each antenna channel are processed into range-domain samples and range-Doppler samples using windowing and FFT operations. For each range-domain sample, angle-domain samples are generated by performing windowing and angle-domain FFT operation over antenna channels. Joint object detection is performed separately on de-compressed ADC samples, range-domain samples, range-Doppler samples, or range-angle samples to provide detection metrics and confidence levels for each detected object.
Claims
exact text as granted — not AI-modified1 . A method for detecting a plurality of objects using multi-channel compressed radar ADC data.
2 . The method of claim 1 , wherein object detection is performed on samples after de-compression of compressed radar ADC data.
3 . The method of claim 1 , wherein object detection is performed on samples after range FFT operation.
4 . The method of claim 1 , wherein object detection is performed on samples after range and Doppler FFT operations.
5 . The method of claim 1 , wherein object detection is performed on samples after range and angle FFT operations.
6 . The method of claim 1 , wherein object detection is performed on samples after range, Doppler, and angle FFT operations.
7 . A method for generation of confidence levels using multi-channel compressed radar ADC data.
8 . The method of claim 7 , wherein confidence levels are generated by processing samples after de-compression of compressed radar ADC data.
9 . The method of claim 7 , wherein confidence levels are generated by processing samples after range FFT operation.
10 . The method of claim 7 , wherein confidence levels are generated by processing samples after range and Doppler FFT operations.
11 . The method of claim 7 , wherein confidence levels are generated by processing samples after range and angle FFT operations.
12 . The method of claim 7 , wherein confidence levels are generated by processing samples after range, Doppler, and angle FFT operations.Cited by (0)
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